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CN109756342B - Voice-print-based conversation communication type account identity authentication method and device - Google Patents

Voice-print-based conversation communication type account identity authentication method and device Download PDF

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CN109756342B
CN109756342B CN201910043092.4A CN201910043092A CN109756342B CN 109756342 B CN109756342 B CN 109756342B CN 201910043092 A CN201910043092 A CN 201910043092A CN 109756342 B CN109756342 B CN 109756342B
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information
authentication
voiceprint
conversation
dialogue
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CN109756342A (en
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董继明
李靖昊
李盛根
刘亚光
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Huzhou Tongmu Intellectual Property Co ltd
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Zhongmin Xianglin Investment Holdings Co ltd
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Abstract

The application discloses a voiceprint-based dialogue exchange type identity authentication method and device, a storage medium and computer equipment, and relates to the technical field of information processing. The method comprises the following steps: after receiving login request operation, starting and displaying a conversation window; displaying first guide information in the conversation window through a virtual conversation character; receiving first authentication information after detecting the triggering operation of a conversation input control, wherein the conversation input control is displayed in the conversation window; displaying voiceprint guiding information in the dialogue window through the virtual dialogue role; receiving voiceprint information after the triggering operation of the dialogue input control is detected; and finishing authentication based on the first authentication information and the voiceprint information. The method and the device avoid the problem that user groups such as low school calendar and elderly users cannot complete identity authentication, and improve the convenience of identity authentication.

Description

一种基于声纹的对话交流式的账号身份认证方法及装置A voiceprint-based dialogue exchange account identity authentication method and device

技术领域technical field

本申请涉及信息处理技术领域,尤其是涉及到一种基于声纹的对话交流式的账号身份认证方法及装置、存储介质、计算机设备。The present application relates to the technical field of information processing, and in particular, to a voiceprint-based dialogue and communication account identity authentication method and device, storage medium, and computer equipment.

背景技术Background technique

在很多业务场景中,需要对用户进行身份认证。比如,在账户登录时,需要用户输入帐号密码来确定用户是否具备操作权限,在支付业务中,需要用户输入支付密码来确认用户是否为合法用户。In many business scenarios, users need to be authenticated. For example, when logging in an account, the user is required to enter the account password to determine whether the user has the operation authority. In the payment business, the user is required to enter the payment password to confirm whether the user is a legitimate user.

当前业务系统的用户登录操作主要通过用户在客户端提供登录表单,用户在表单输入认证信息的方式实现。对于低学历、大龄用户有一定的接受难度和学习成本,这类用户群体自主完成身份认证的难度较大。The user login operation of the current business system is mainly realized by the user providing a login form on the client side, and the user entering the authentication information in the form. For low-educated and older users, it is difficult to accept and study costs, and it is more difficult for such user groups to complete identity authentication independently.

在这种情况下,如何让一些无法自主完成身份认证的用户群体,能够便捷地通过客户端完成身份认证,已经成为亟需解决的问题。In this case, how to enable some user groups who cannot complete identity authentication independently can easily complete identity authentication through the client, which has become an urgent problem to be solved.

发明内容SUMMARY OF THE INVENTION

有鉴于此,本申请提供了一种基于声纹的对话交流式的账号身份认证方法及装置、存储介质、计算机设备,主要目的在于解决提高身份认证的便捷性的问题。In view of this, the present application provides a voiceprint-based dialogue exchange account identity authentication method and device, storage medium, and computer equipment, mainly to solve the problem of improving the convenience of identity authentication.

根据本申请的一个方面,提供了一种基于声纹的对话交流式的身份认证方法,该方法包括:According to an aspect of the present application, a voiceprint-based dialog-communication identity authentication method is provided, the method comprising:

接收登录请求操作后,启动并展示对话窗口;After receiving the login request operation, start and display the dialog window;

通过虚拟对话角色在所述对话窗口中展示第一引导信息;Display the first guide information in the dialogue window by using a virtual dialogue character;

检测到对话输入控件的触发操作后,接收第一认证信息,所述对话输入控件为所述对话窗口展示的;After detecting the triggering operation of the dialog input control, the first authentication information is received, and the dialog input control is displayed in the dialog window;

通过所述虚拟对话角色在所述对话窗口中展示声纹引导信息;Displaying voiceprint guidance information in the dialogue window through the virtual dialogue character;

检测到所述对话输入控件的触发操作后,接收声纹信息;After detecting the trigger operation of the dialogue input control, receive voiceprint information;

基于所述第一认证信息和所述声纹信息完成认证。The authentication is completed based on the first authentication information and the voiceprint information.

可选地,所述第一引导信息和所述声纹引导信息为文字形式和/或语音形式;所述第一认证信息为文字形式或语音形式。Optionally, the first guide information and the voiceprint guide information are in text form and/or voice form; the first authentication information is in text form or voice form.

可选地,所述第一引导信息为账号引导信息或手机号引导信息。Optionally, the first guide information is account guide information or mobile phone number guide information.

可选地,所述第一引导信息为手机号引导信息时,所述方法还包括:Optionally, when the first guidance information is mobile phone number guidance information, the method further includes:

通过所述虚拟对话角色在所述对话窗口中展示验证码引导信息;Displaying the verification code guidance information in the dialogue window through the virtual dialogue character;

检测到所述对话输入控件的触发操作后,接收验证码;After detecting the triggering operation of the dialog input control, receive a verification code;

将所述验证码发送至服务端。Send the verification code to the server.

可选地,所述第一引导信息和声纹引导信息是预先存储在终端或从服务端实时接收到的。Optionally, the first guidance information and the voiceprint guidance information are pre-stored in the terminal or received in real time from the server.

当所述第一引导信息和声纹引导信息是从服务端实时接收到的时,在通过虚拟对话角色在所述对话窗口中展示第一引导信息之前,所述方法还包括:When the first guide information and the voiceprint guide information are received in real time from the server, before displaying the first guide information in the dialogue window through the virtual dialogue character, the method further includes:

根据所述登录请求操作生成登录请求信息,将所述登录请求信息发送至服务端;Generate login request information according to the login request operation, and send the login request information to the server;

接收所述服务端发送的第一引导信息;receiving the first guidance information sent by the server;

在通过所述虚拟对话角色在所述对话窗口中展示声纹引导信息之前,所述方法还包括:Before displaying voiceprint guidance information in the dialogue window through the virtual dialogue character, the method further includes:

接收所述服务端发送的声纹引导信息。Receive the voiceprint guidance information sent by the server.

可选地,所述基于所述第一认证信息和所述声纹信息完成认证,包括:Optionally, the performing authentication based on the first authentication information and the voiceprint information includes:

将所述第一认证信息和所述声纹信息发送至服务端,由所述服务端根据所述第一认证信息和所述声纹信息进行认证。The first authentication information and the voiceprint information are sent to the server, and the server performs authentication according to the first authentication information and the voiceprint information.

可选地,所述方法还包括:Optionally, the method further includes:

接收所述服务端发送的认证成功提示信息;Receive the authentication success prompt information sent by the server;

通过所述虚拟对话角色在所述对话窗口中展示认证成功提示信息。The authentication success prompt information is displayed in the dialogue window through the virtual dialogue character.

根据本申请的另一方面,本申请提供一种基于声纹的对话交流式的身份认证装置,包括:According to another aspect of the present application, the present application provides a voiceprint-based dialogue communication type identity authentication device, comprising:

对话窗口展示单元,用于接收登录请求操作后,启动并展示对话窗口;The dialog window display unit is used to start and display the dialog window after receiving the login request operation;

第一引导信息展示单元,用于通过虚拟对话角色在所述对话窗口中展示第一引导信息;a first guide information display unit, configured to display the first guide information in the dialogue window through a virtual dialogue character;

第一认证信息接收单元,用于检测到对话输入控件的触发操作后,接收第一认证信息,所述对话输入控件为所述对话窗口展示的;a first authentication information receiving unit, configured to receive first authentication information after detecting a triggering operation of a dialog input control, which is displayed in the dialog window;

声纹引导信息展示单元,用于通过所述虚拟对话角色在所述对话窗口中展示声纹引导信息;a voiceprint guidance information display unit, configured to display the voiceprint guidance information in the dialogue window through the virtual dialogue character;

声纹信息接收单元,用于检测到所述对话输入控件的触发操作后,接收声纹信息;a voiceprint information receiving unit, configured to receive the voiceprint information after detecting the triggering operation of the dialogue input control;

认证单元,用于基于所述第一认证信息和所述声纹信息完成认证。An authentication unit, configured to complete authentication based on the first authentication information and the voiceprint information.

依据本申请又一个方面,提供了一种存储介质,其上存储有计算机程序,所述程序被处理器执行时实现上述方法。According to yet another aspect of the present application, there is provided a storage medium on which a computer program is stored, and when the program is executed by a processor, the above method is implemented.

依据本申请再一个方面,提供了一种计算机设备,包括存储介质、处理器及存储在存储介质上并可在处理器上运行的计算机程序,所述处理器执行所述程序时实现上述方法。According to yet another aspect of the present application, a computer device is provided, including a storage medium, a processor, and a computer program stored on the storage medium and executable on the processor, the processor implementing the above method when executing the program.

借由上述技术方案,本申请提供的一种对话交流式的身份认证方法及装置、存储介质、计算机设备,接收登录请求操作后,启动并展示对话窗口,通过虚拟对话角色在对话窗口向用户展示认证引导信息,使得用户在引导下输入第一认证信息和声纹信息,基于第一认证信息和和声纹信息完成身份认证,避免了低学历、大龄用户等用户群体无法完成身份认证的问题,提高了身份认证的便捷性。With the above technical solutions, the present application provides a dialog-communication-type identity authentication method and device, storage medium, and computer equipment. After receiving a login request operation, a dialog window is started and displayed, and a virtual dialog role is used to show the user in the dialog window. The authentication guidance information enables users to input the first authentication information and voiceprint information under the guidance, and complete the identity authentication based on the first authentication information and the voiceprint information, avoiding the problem that the user groups such as low-education and older users cannot complete the identity authentication. Improve the convenience of identity authentication.

上述说明仅是本申请技术方案的概述,为了能够更清楚了解本申请的技术手段,而可依照说明书的内容予以实施,并且为了让本申请的上述和其它目的、特征和优点能够更明显易懂,以下特举本申请的具体实施方式。The above description is only an overview of the technical solution of the present application. In order to be able to understand the technical means of the present application more clearly, it can be implemented according to the content of the description, and in order to make the above-mentioned and other purposes, features and advantages of the present application more obvious and easy to understand , the following specific embodiments of the present application are given.

附图说明Description of drawings

此处所说明的附图用来提供对本申请的进一步理解,构成本申请的一部分,本申请的示意性实施例及其说明用于解释本申请,并不构成对本申请的不当限定。在附图中:The drawings described herein are used to provide further understanding of the present application and constitute a part of the present application. The schematic embodiments and descriptions of the present application are used to explain the present application and do not constitute an improper limitation of the present application. In the attached image:

图1示出了本申请实施例提供的一种基于声纹的对话交流式的身份认证方法的流程示意图;FIG. 1 shows a schematic flowchart of a voiceprint-based dialog-communication identity authentication method provided by an embodiment of the present application;

图2示出了本申请实施例提供的一种基于声纹的对话交流式的身份认证方法的原理图;FIG. 2 shows a schematic diagram of a voiceprint-based dialog-communication identity authentication method provided by an embodiment of the present application;

图3示出了本申请实施例提供的一种基于声纹的对话交流式的身份认证装置的结构示意图。FIG. 3 shows a schematic structural diagram of a voiceprint-based dialogue communication type identity authentication apparatus provided by an embodiment of the present application.

具体实施方式Detailed ways

下文中将参考附图并结合实施例来详细说明本申请。需要说明的是,在不冲突的情况下,本申请中的实施例及实施例中的特征可以相互组合。Hereinafter, the present application will be described in detail with reference to the accompanying drawings and in conjunction with the embodiments. It should be noted that the embodiments in the present application and the features of the embodiments may be combined with each other in the case of no conflict.

本申请实施例提供了一种基于声纹的对话交流式的身份认证方法,如图1所示,该方法以客户端为执行主体,包括:An embodiment of the present application provides a voiceprint-based dialog-communication identity authentication method. As shown in FIG. 1 , the method takes the client as the execution subject, and includes:

S11:接收登录请求操作后,启动并展示对话窗口;S11: After receiving the login request operation, start and display the dialog window;

可理解的是,本申请实施例用户可在客户端上通过触发登录按钮向客户端发送登录请求操作,客户端接收到登录请求操作后,为了提高身份认证的便捷性,启动并展示对话窗口。It is understandable that in this embodiment of the present application, a user can send a login request operation to the client terminal by triggering the login button on the client terminal. After receiving the login request operation, the client terminal starts and displays a dialog window in order to improve the convenience of identity authentication.

S12:通过虚拟对话角色在所述对话窗口中展示第一引导信息;S12: displaying the first guide information in the dialogue window through a virtual dialogue character;

S13:检测到对话输入控件的触发操作后,接收第一认证信息,所述对话输入控件为所述对话窗口展示的;S13: After detecting the triggering operation of the dialog input control, receive the first authentication information, the dialog input control is displayed in the dialog window;

需要说明的是,本申请实施例的客户端不需要弹出独立登录界面。而是打开内置的虚拟对话角色(如小助手、机器人等)在对话窗口与用户进行聊天对话,聊天对话的形式是向用户展示引导信息,并接收用户输入的认证信息。It should be noted that the client in this embodiment of the present application does not need to pop up an independent login interface. Instead, a built-in virtual dialogue character (such as a small assistant, a robot, etc.) is opened to chat with the user in the dialogue window. The chat dialogue is in the form of displaying guiding information to the user and receiving the authentication information input by the user.

对话窗口设置有对话输入控件,用户可通过触发对话输入控件在对话窗口输入信息,例如认证信息或声纹信息。对话输入控件例如为语音录音按钮。若输入信息为认证信息,对话输入控件也可以为文本输入框。The dialog window is provided with a dialog input control, and the user can input information in the dialog window by triggering the dialog input control, such as authentication information or voiceprint information. The dialog input control is, for example, a voice recording button. If the input information is authentication information, the dialog input control can also be a text input box.

S14:通过所述虚拟对话角色在所述对话窗口中展示声纹引导信息;S14: displaying voiceprint guidance information in the dialogue window through the virtual dialogue character;

S15:检测到所述对话输入控件的触发操作后,接收声纹信息;S15: After detecting the triggering operation of the dialogue input control, receive voiceprint information;

可理解的是,本申请实施例要通过虚拟对话角色在对话窗口展示第一引导信息和声纹引导信息,接收第一认证信息和声纹信息,获得用户的用户名、密码或者手机号、验证码等身份认证信息。It is understandable that, in this embodiment of the present application, the virtual dialogue character is used to display the first guide information and voiceprint guide information in the dialogue window, receive the first authentication information and voiceprint information, and obtain the user name, password or mobile phone number, verification authentication information such as code.

声纹是用电声学仪器显示的携带言语信息的声波频谱,具有特定性和相对稳定性的特点。人类语言的产生是人体语言中枢与发音器官之间一个复杂的生理物理过程,任何两个人的声纹图谱都有差异,因此可依靠声纹来对用户的身份进行验证。为了实现基于声纹对身份进行认证,需要在注册过程中获取用户的声纹。本申请实施例的服务端在用户基于声纹注册后保存了与各个用户对应的声纹特征。Voiceprint is the sound wave spectrum that carries speech information displayed by electro-acoustic instruments, and has the characteristics of specificity and relative stability. The production of human language is a complex physiological and physical process between the human language center and the vocal organs. The voiceprints of any two people are different, so the voiceprint can be used to verify the user's identity. In order to authenticate the identity based on the voiceprint, it is necessary to obtain the user's voiceprint during the registration process. The server in the embodiment of the present application saves the voiceprint features corresponding to each user after the user is registered based on the voiceprint.

S16:基于所述第一认证信息和所述声纹信息完成认证。S16: Complete the authentication based on the first authentication information and the voiceprint information.

本申请实施例将所述第一认证信息和所述声纹信息发送至服务端,服务端根据第一认证信息和声纹信息进行身份认证。This embodiment of the present application sends the first authentication information and the voiceprint information to the server, and the server performs identity authentication according to the first authentication information and the voiceprint information.

本申请实施例的对话交流式的身份认证方法,接收登录请求操作后,启动并展示对话窗口,通过虚拟对话角色在对话窗口向用户展示认证引导信息,使得用户在引导下输入第一认证信息和声纹信息,基于第一认证信息和声纹信息完成身份认证,避免了低学历、大龄用户等用户群体无法完成身份认证的问题,提高了身份认证的便捷性。In the dialog-communicated identity authentication method of the embodiment of the present application, after receiving the login request operation, a dialog window is started and displayed, and authentication guidance information is displayed to the user in the dialog window through a virtual dialog role, so that the user can input the first authentication information and Voiceprint information, based on the first authentication information and voiceprint information to complete identity authentication, avoids the problem that low-education, older users and other user groups cannot complete identity authentication, and improves the convenience of identity authentication.

具体地:所述第一引导信息和所述声纹引导信息为文字形式和/或语音形式;所述第一认证信息为文字形式或语音形式。Specifically: the first guide information and the voiceprint guide information are in text form and/or voice form; the first authentication information is in text form or voice form.

具体地,所述第一引导信息为账号引导信息或手机号引导信息。Specifically, the first guide information is account guide information or mobile phone number guide information.

可理解的是,账号信息包括用户名或邮箱。用户可基于用户名或邮箱对应的声纹完成身份认证。本申请实施例提供了不同组合的认证信息,满足用户的不同认证需求。It is understandable that the account information includes a user name or an email address. The user can complete the authentication based on the voiceprint corresponding to the user name or mailbox. The embodiments of the present application provide authentication information in different combinations to meet different authentication requirements of users.

优选地,当第一引导信息为手机号引导信息时,所述方法还包括:Preferably, when the first guidance information is mobile phone number guidance information, the method further includes:

通过所述虚拟对话角色在所述对话窗口中展示验证码引导信息;Displaying the verification code guidance information in the dialogue window through the virtual dialogue character;

检测到所述对话输入控件的触发操作后,接收验证码;After detecting the triggering operation of the dialog input control, receive a verification code;

将所述验证码发送至服务端。Send the verification code to the server.

可理解的是,客户端通过虚拟对话角色在对话窗口展示的第一引导信息和声纹引导信息,可以为文字形式,也可以为语音形式,也可以同时展示文字并播放语音。并且,为了提升身份认证的安全性,当第一引导信息为手机号引导信息时,本申请实施例进行验证码认证+声纹认证的双重认证方式。举例来说,如图2所示,手机号引导信息可以为“您好,请告诉我您的手机号码”,验证码引导信息可以为“请告诉我刚刚发送给您的验证码”,声纹引导信息可以为“验证成功!您之前保存了语音密码,请念出如下数字453253”。图2中的例子同时展示引导信息的文字并播放引导信息的录音。It is understandable that the first guide information and voiceprint guide information displayed by the client in the dialogue window through the virtual dialogue character may be in the form of text or voice, or both text and voice may be displayed at the same time. Moreover, in order to improve the security of identity authentication, when the first guidance information is the mobile phone number guidance information, the embodiment of the present application performs a dual authentication method of verification code authentication and voiceprint authentication. For example, as shown in Figure 2, the mobile phone number guide information can be "Hello, please tell me your mobile phone number", the verification code guide information can be "Please tell me the verification code just sent to you", the voiceprint The guidance message can be "Verification successful! You have saved the voice password before, please read the following number 453253". The example in Figure 2 simultaneously displays the text of the guidance message and plays a recording of the guidance message.

可理解的是,本申请实施例的输入控件包括对话框和/或语音按键。用户可通过在对话框输入文字或者语音按键输入语音信息的方式输入手机号信息或者验证码信息,方式灵活多样,适应不同用户的需求,使得书写困难的用户可通过输入语音信息的方式完成身份认证。It is understandable that the input controls in the embodiments of the present application include dialog boxes and/or voice keys. Users can input mobile phone number information or verification code information by inputting text in the dialog box or inputting voice information through the voice button. The methods are flexible and diverse, adapting to the needs of different users, so that users who have difficulty writing can complete identity authentication by entering voice information. .

具体地,所述第一引导信息和声纹引导信息是预先存储在终端或从服务端实时接收到的;Specifically, the first guidance information and the voiceprint guidance information are pre-stored in the terminal or received in real time from the server;

当所述第一引导信息和声纹引导信息是从服务端实时接收到的时,When the first guidance information and the voiceprint guidance information are received in real time from the server,

在通过虚拟对话角色在所述对话窗口中展示第一引导信息之前,所述方法还包括:Before displaying the first guide information in the dialogue window by using the virtual dialogue character, the method further includes:

根据所述登录请求操作生成登录请求信息,将所述登录请求信息发送至服务端;Generate login request information according to the login request operation, and send the login request information to the server;

接收所述服务端发送的第一引导信息;receiving the first guidance information sent by the server;

在通过所述虚拟对话角色在所述对话窗口中展示声纹引导信息之前,所述方法还包括:Before displaying voiceprint guidance information in the dialogue window through the virtual dialogue character, the method further includes:

接收所述服务端发送的声纹引导信息。Receive the voiceprint guidance information sent by the server.

可理解的是,终端或服务端预先存储有认证引导信息。在实际应用中,终端或服务端预先基于需要用户提供的认证信息配置相应的引导信息,然后,基于该引导信息采集相应的引导录音,即将引导信息转换成录音形式。本申请实施例在用户认证的过程中,客户端播放录音,可以使视力较弱用户根据该录音完成用户身份认证操作。It is understandable that, the terminal or the server has pre-stored authentication guidance information. In practical applications, the terminal or server configures the corresponding guidance information in advance based on the authentication information provided by the user, and then collects the corresponding guidance recording based on the guidance information, that is, converts the guidance information into a recording form. In this embodiment of the present application, in the process of user authentication, the client terminal plays the audio recording, so that the visually impaired user can complete the user identity authentication operation according to the audio recording.

优选地,所述方法还包括:Preferably, the method further includes:

接收所述服务端发送的认证成功提示信息;Receive the authentication success prompt information sent by the server;

通过所述虚拟对话角色在所述对话窗口中展示认证成功提示信息。The authentication success prompt information is displayed in the dialogue window through the virtual dialogue character.

如图2所示,若认证成功,则客户端的对话窗口展示认证成功提示信息“验证成功!欢迎回来”。在实际应用中,认证成功提示信息为文字形式和/或语音形式。As shown in Figure 2, if the authentication is successful, the dialog window of the client displays the authentication success prompt message "Verification is successful! Welcome back". In practical applications, the authentication success prompt information is in text form and/or voice form.

以下以一个具体的例子说明本发明实施例的对话交流式的身份认证方法,第一引导信息为手机号引导信息,第一认证信息为手机号信息,声纹信息为验证码信息,具体的认证过程为:The following uses a specific example to illustrate the dialog-based identity authentication method according to the embodiment of the present invention. The first guidance information is mobile phone number guidance information, the first authentication information is mobile phone number information, and the voiceprint information is verification code information. The process is:

客户端接收用户触发的登录请求操作后,启动并展示对话窗口;After the client receives the login request operation triggered by the user, it starts and displays the dialog window;

客户端通过虚拟对话角色在对话窗口展示手机号引导信息;The client displays the mobile phone number guidance information in the dialogue window through the virtual dialogue character;

用户触发对话输入控件输入手机号,客户端检测到对话输入控件的触发操作后,接收手机号,并将接收到的手机号发送至服务端;The user triggers the dialog input control to input the mobile phone number, and the client receives the mobile phone number after detecting the trigger operation of the dialog input control, and sends the received mobile phone number to the server;

客户端通过虚拟对话角色在对话窗口展示验证码引导信息;The client displays the verification code guidance information in the dialogue window through the virtual dialogue role;

用户触发对话输入控件输入从运营商系统接收到的验证码,客户端检测到对话输入控件的触发操作后,接收验证码,并将接收到的验证码发送至服务端。The user triggers the dialog input control to input the verification code received from the operator system. After detecting the trigger operation of the dialog input control, the client receives the verification code and sends the received verification code to the server.

在实际应用中,客户端接收到的验证码是由运营商系统随机生成并向客户端发送的。需要说明的是,在服务端接收到手机号后,服务端向运营商系统发送验证码发送请求。运营商系统将生成的验证码发送给相应的客户端,同时将生成的验证码发送给服务端。如果服务端从客户端接收到的验证码与从运营商系统获得到的验证码一致,则说明认证成功。In practical applications, the verification code received by the client is randomly generated by the operator system and sent to the client. It should be noted that after the server receives the mobile phone number, the server sends a verification code sending request to the operator system. The operator system sends the generated verification code to the corresponding client, and simultaneously sends the generated verification code to the server. If the verification code received by the server from the client is consistent with the verification code obtained from the operator's system, the authentication is successful.

客户端通过虚拟对话角色在对话窗口展示声纹引导信息,用户触发对话输入控件输入声纹信息。服务端将接收到的声纹信息进行处理,提取该声纹信息的特征向量,采用余弦距离公式计算特征向量与鉴别向量(鉴别向量是根据用户注册时输入的声纹信息提取获得的)的距离,若距离在设定的阈值范围内则认为当前验证用户的声纹与注册时的声纹一致,则认证通过,服务端生成认证成功提示信息,并向客户端返回认证成功提示信息。客户端接收服务端发送的认证成功提示信息;通过所述虚拟对话角色在所述对话窗口中展示认证成功提示信息。The client displays the voiceprint guidance information in the dialogue window through the virtual dialogue character, and the user triggers the dialogue input control to input the voiceprint information. The server processes the received voiceprint information, extracts the feature vector of the voiceprint information, and uses the cosine distance formula to calculate the distance between the feature vector and the discriminant vector (the discriminant vector is obtained by extracting the voiceprint information entered by the user during registration) , if the distance is within the set threshold range, it is considered that the voiceprint of the currently verified user is consistent with the voiceprint of the registered user, and the authentication is passed. The client receives the authentication success prompt information sent by the server; and displays the authentication success prompt information in the dialog window through the virtual dialogue character.

可理解的是,如果服务端从客户端接收到的验证码与从运营商系统获得到的验证码不一致,则说明身份认证失败,则服务端向客户端返回认证失败提示信息。同理,如果当前验证用户的声纹与注册时的不一致,则说明身份认证失败,则服务端也向客户端返回认证失败提示信息。It is understandable that if the verification code received by the server from the client is inconsistent with the verification code obtained from the operator system, it means that the identity authentication fails, and the server returns an authentication failure prompt message to the client. Similarly, if the voiceprint of the currently verified user is inconsistent with the one at the time of registration, it means that the identity authentication fails, and the server also returns an authentication failure prompt to the client.

客户端接收服务端发送的认证失败提示信息,通过虚拟对话角色在对话窗口展示认证失败提示信息。The client receives the authentication failure prompt information sent by the server, and displays the authentication failure prompt information in the dialog window through the virtual dialogue character.

当所述第一认证信息为语音形式时,所述方法还包括:When the first authentication information is in the form of voice, the method further includes:

采用语音静态解码网络将所述第一认证信息转换成文字形式。The first authentication information is converted into a text form by using a voice static decoding network.

需要说明的是,语音静态解码网络是预先采用训练文本数据和对应的训练语音数据进行模型训练后得到的解码网络。基于语音静态解码网络对语音信息进行文本翻译,可快速准确获取对应的文本信息。It should be noted that the static speech decoding network is a decoding network obtained after model training is performed using training text data and corresponding training speech data in advance. The text translation of the voice information based on the voice static decoding network can quickly and accurately obtain the corresponding text information.

具体地,对语音静态解码网络的训练过程包括:Specifically, the training process of the speech static decoding network includes:

获得训练文本数据,将训练文本数据输入大搜N-gram模型进行模型训练,获取目标语言模型;Obtain the training text data, input the training text data into the Dasou N-gram model for model training, and obtain the target language model;

基于训练文本数据,采集与每一训练文本数据相对应的训练语音数据,将训练语音数据输入到高斯混合模型-隐马尔可夫模型(GMM-HMM)进行模型训练,获取目标声学模型;Based on the training text data, the training voice data corresponding to each training text data is collected, and the training voice data is input into the Gaussian Mixture Model-Hidden Markov Model (GMM-HMM) for model training to obtain the target acoustic model;

基于目标语言模型和目标声学模型,构建对应的语音静态解码网络。Based on the target language model and the target acoustic model, the corresponding speech static decoding network is constructed.

其中,N-gram是大词汇连续语音识别中常用的基于统计语言模型算法,利用上下文中相邻词间的搭配信息,在需要把连续无空格的拼音转换成汉字串(即句子)时,可以计算出具有最大概率的句子,从而实现到汉字的自动转换,无需用户手动选择,避开许多汉字对应一个相同拼音而导致重码问题。N-gram是将文本里面的内容按照字节进行大小为n的滑动窗口操作,形成了长度是n的字节片段序列。每一个字节片段称为gram,对所有gram的出现频度进行统计,并且按照事先设定好的阈值进行过滤,形成关键gram列表,也就是这个文本的向量特征空间,列表中的每一种gram就是一个特征向量维度。Among them, N-gram is a statistical language model algorithm commonly used in continuous speech recognition of large vocabulary. Using the collocation information between adjacent words in the context, when it is necessary to convert continuous pinyin without spaces into Chinese character strings (ie sentences), it can be Calculate the sentence with the maximum probability, so as to realize the automatic conversion to Chinese characters, without the need for the user to manually select, and avoid the problem of repeated codes caused by many Chinese characters corresponding to the same pinyin. N-gram is to perform a sliding window operation of size n on the content of the text according to bytes, forming a sequence of byte fragments of length n. Each byte segment is called a gram. The frequency of occurrence of all grams is counted, and filtered according to a pre-set threshold to form a list of key grams, which is the vector feature space of this text. A gram is a feature vector dimension.

需要说明的是,考虑到客户端的配置问题,对语音静态解码网络的训练过程可在服务端完成,客户端利用训练好的语音静态解码网络将语音形式的认证信息转换为文字形式发送至服务端。在另一种实施方式中,客户端直接将语音形式的认证信息发送至服务端,由服务端将语音形式的认证信息转换为文字形式。It should be noted that, considering the configuration of the client, the training process of the voice static decoding network can be completed on the server. The client uses the trained voice static decoding network to convert the authentication information in the form of voice into text and send it to the server. . In another embodiment, the client directly sends the authentication information in the form of voice to the server, and the server converts the authentication information in the form of voice into text.

图3示出了本申请实施例提供的一种基于声纹的对话交流式的认证装置的结构示意图。如图3所示,本申请实施例的装置包括对话窗口展示单元31、第一引导信息展示单元32、第一认证信息接收单元33、声纹引导信息展示单元34、声纹信息接收单元35和认证单元36,具体地:FIG. 3 shows a schematic structural diagram of a voiceprint-based dialogue-communication authentication device provided by an embodiment of the present application. As shown in FIG. 3 , the apparatus of the embodiment of the present application includes a dialog window display unit 31 , a first guide information display unit 32 , a first authentication information receiving unit 33 , a voiceprint guide information display unit 34 , a voiceprint information receiving unit 35 and Authentication unit 36, specifically:

对话窗口展示单元31,用于接收登录请求操作后,启动并展示对话窗口;The dialogue window display unit 31 is used to start and display the dialogue window after receiving the login request operation;

第一引导信息展示单元32,用于通过虚拟对话角色在所述对话窗口中展示第一引导信息;a first guide information display unit 32, configured to display the first guide information in the dialogue window through a virtual dialogue character;

第一认证信息接收单元33,用于检测到对话输入控件的触发操作后,接收第一认证信息,所述对话输入控件为所述对话窗口展示的;The first authentication information receiving unit 33 is configured to receive the first authentication information after detecting the triggering operation of the dialog input control, the dialog input control is displayed in the dialog window;

声纹引导信息展示单元34,用于通过所述虚拟对话角色在所述对话窗口中展示声纹引导信息;a voiceprint guidance information display unit 34, configured to display the voiceprint guidance information in the dialogue window through the virtual dialogue character;

声纹信息接收单元35,用于检测到所述对话输入控件的触发操作后,接收声纹信息;The voiceprint information receiving unit 35 is configured to receive the voiceprint information after detecting the triggering operation of the dialogue input control;

认证单元36,用于基于所述第一认证信息和所述声纹信息完成认证。The authentication unit 36 is configured to complete authentication based on the first authentication information and the voiceprint information.

本申请实施例的对话交流式的认证装置,接收登录请求操作后,启动并展示对话窗口,通过虚拟对话角色在对话窗口向用户展示认证引导信息,使得用户在引导下输入第一认证信息和声纹信息,基于第一认证信息和声纹信息完成认证,避免了低学历、大龄用户等用户群体无法完成认证的问题,提高了认证的便捷性。The dialog-communication authentication device of the embodiment of the present application starts and displays a dialog window after receiving a login request operation, and displays authentication guidance information to the user in the dialog window through a virtual dialog character, so that the user can input the first authentication information and voice under the guidance. The authentication is completed based on the first authentication information and voiceprint information, which avoids the problem that user groups such as low-education and older users cannot complete the authentication, and improves the convenience of authentication.

本申请实施例的基于声纹的对话交流式的身份认证装置的原理和效果与上述方法实施例类似,在此不再赘述。The principles and effects of the voiceprint-based dialogue-communication-type identity authentication device in the embodiment of the present application are similar to those in the foregoing method embodiments, and details are not described herein again.

基于上述如图1所示方法,相应地,本申请实施例还提供了一种存储介质,其上存储有计算机程序,该程序被处理器执行时实现上述如图1所示的方法。Based on the above method shown in FIG. 1 , correspondingly, an embodiment of the present application further provides a storage medium on which a computer program is stored, and when the program is executed by a processor, the above method shown in FIG. 1 is implemented.

基于这样的理解,本申请的技术方案可以以软件产品的形式体现出来,该软件产品可以存储在一个非易失性存储介质(可以是CD-ROM,U盘,移动硬盘等)中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本申请各个实施场景所述的方法。Based on this understanding, the technical solution of the present application can be embodied in the form of a software product, and the software product can be stored in a non-volatile storage medium (which may be CD-ROM, U disk, mobile hard disk, etc.), including several The instructions are used to cause a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in various implementation scenarios of this application.

基于上述如图1所示的方法,以及图3所示的虚拟装置实施例,为了实现上述目的,本申请实施例还提供了一种计算机设备,具体可以为个人计算机、服务器、网络设备等,该实体设备包括存储介质和处理器;存储介质,用于存储计算机程序;处理器,用于执行计算机程序以实现上述如图1所示的方法。Based on the above method shown in FIG. 1 and the virtual device embodiment shown in FIG. 3 , in order to achieve the above purpose, the embodiment of the present application further provides a computer device, which may specifically be a personal computer, a server, a network device, etc., The physical device includes a storage medium and a processor; the storage medium is used to store a computer program; and the processor is used to execute the computer program to implement the above method as shown in FIG. 1 .

可选地,该计算机设备还可以包括用户接口、网络接口、摄像头、射频(RadioFrequency,RF)电路,传感器、音频电路、WI-FI模块等等。用户接口可以包括显示屏(Display)、输入单元比如键盘(Keyboard)等,可选用户接口还可以包括USB接口、读卡器接口等。网络接口可选的可以包括标准的有线接口、无线接口(如蓝牙接口、WI-FI接口)等。Optionally, the computer device may further include a user interface, a network interface, a camera, a radio frequency (Radio Frequency, RF) circuit, a sensor, an audio circuit, a WI-FI module, and the like. The user interface may include a display screen (Display), an input unit such as a keyboard (Keyboard), etc., and the optional user interface may also include a USB interface, a card reader interface, and the like. Optional network interfaces may include standard wired interfaces, wireless interfaces (such as Bluetooth interfaces, WI-FI interfaces), and the like.

本领域技术人员可以理解,本申请实施例提供的一种计算机设备结构并不构成对该实体设备的限定,可以包括更多或更少的部件,或者组合某些部件,或者不同的部件布置。Those skilled in the art can understand that the structure of a computer device provided by the embodiments of the present application does not constitute a limitation on the physical device, and may include more or less components, or combine some components, or arrange different components.

存储介质中还可以包括操作系统、网络通信模块。操作系统是管理计算机设备硬件和软件资源的程序,支持信息处理程序以及其它软件和/或程序的运行。网络通信模块用于实现存储介质内部各组件之间的通信,以及与该实体设备中其它硬件和软件之间通信。The storage medium may also include an operating system and a network communication module. An operating system is a program that manages the hardware and software resources of a computer device and supports the operation of information processing programs and other software and/or programs. The network communication module is used to realize the communication between various components in the storage medium, and communicate with other hardware and software in the physical device.

通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到本申请可以借助软件加必要的通用硬件平台的方式来实现,也可以通过硬件实现。通过应用本申请的技术方案,接收登录请求操作后,启动并展示对话窗口,通过虚拟对话角色在对话窗口向用户展示认证引导信息,使得用户在引导下完成认证,避免了低学历、大龄用户等用户群体无法完成认证的问题,提高了身份认证的便捷性。From the description of the above embodiments, those skilled in the art can clearly understand that the present application can be implemented by means of software plus a necessary general hardware platform, and can also be implemented by hardware. By applying the technical solution of the present application, after receiving the login request operation, the dialog window is started and displayed, and the authentication guidance information is displayed to the user in the dialog window through the virtual dialog role, so that the user can complete the authentication under the guidance, avoiding low-education, older users, etc. The problem that the user group cannot complete the authentication improves the convenience of identity authentication.

需要说明的是,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。It should be noted that the terms "comprising", "comprising" or any other variation thereof are intended to encompass a non-exclusive inclusion such that a process, method, article or device comprising a series of elements includes not only those elements, but also no Other elements expressly listed, or which are also inherent to such a process, method, article or apparatus. Without further limitation, an element qualified by the phrase "comprising a..." does not preclude the presence of additional identical elements in a process, method, article or apparatus that includes the element.

本申请的说明书中,说明了大量具体细节。然而能够理解的是,本申请的实施例可以在没有这些具体细节的情况下实践。在一些实例中,并未详细示出公知的方法、结构和技术,以便不模糊对本说明书的理解。类似地,应当理解,为了精简本申请并帮助理解各个发明方面中的一个或多个,在上面对本申请的示例性实施例的描述中,本申请的各个特征有时被一起分组到单个实施例、图、或者对其的描述中。然而,并不应将该申请的方法解释成反映如下意图:即所要求保护的本申请要求比在每个权利要求中所明确记载的特征更多的特征。更确切地说,如权利要求书所反映的那样,发明方面在于少于前面公开的单个实施例的所有特征。因此,遵循具体实施方式的权利要求书由此明确地并入该具体实施方式,其中每个权利要求本身都作为本申请的单独实施例。In the description of the present application, numerous specific details are set forth. It will be understood, however, that the embodiments of the present application may be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure an understanding of this description. Similarly, it is to be understood that in the above description of exemplary embodiments of the present application, various features of the present application are sometimes grouped together into a single embodiment, Figure, or its description. However, the methodology of this application should not be construed as reflecting an intention that the claimed application claims more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects lie in less than all features of a single foregoing disclosed embodiment. Thus, the claims following the Detailed Description are hereby expressly incorporated into this Detailed Description, with each claim standing on its own as a separate embodiment of this application.

本领域技术人员可以理解附图只是一个优选实施场景的示意图,附图中的模块或流程并不一定是实施本申请所必须的。本领域技术人员可以理解实施场景中的装置中的模块可以按照实施场景描述进行分布于实施场景的装置中,也可以进行相应变化位于不同于本实施场景的一个或多个装置中。上述实施场景的模块可以合并为一个模块,也可以进一步拆分成多个子模块。Those skilled in the art can understand that the accompanying drawing is only a schematic diagram of a preferred implementation scenario, and the modules or processes in the accompanying drawing are not necessarily necessary for implementing the present application. Those skilled in the art can understand that the modules in the device in the implementation scenario may be distributed in the device in the implementation scenario according to the description of the implementation scenario, or may be located in one or more devices different from the implementation scenario with corresponding changes. The modules of the above implementation scenarios may be combined into one module, or may be further split into multiple sub-modules.

上述本申请序号仅仅为了描述,不代表实施场景的优劣。以上公开的仅为本申请的几个具体实施场景,但是,本申请并非局限于此,任何本领域的技术人员能思之的变化都应落入本申请的保护范围。The above serial numbers in this application are only for description, and do not represent the pros and cons of the implementation scenarios. The above disclosures are only a few specific implementation scenarios of the present application, however, the present application is not limited thereto, and any changes that can be conceived by those skilled in the art should fall within the protection scope of the present application.

Claims (8)

1. A dialogue communication type identity authentication method based on voiceprint is characterized by comprising the following steps:
after receiving login request operation, starting and displaying a conversation window;
displaying first guide information in the conversation window through a virtual conversation character, wherein the first guide information is account number guide information or mobile phone number guide information;
receiving first authentication information after the triggering operation of a conversation input control is detected, wherein the first authentication information is input by a user through triggering the conversation input control according to the first guiding information, and the conversation input control is displayed in the conversation window;
displaying voiceprint guiding information in the dialogue window through the virtual dialogue role;
receiving voiceprint information after the triggering operation of the dialogue input control is detected;
completing authentication based on the first authentication information and the voiceprint information;
when the first guiding information is guiding information of a mobile phone number, the method further comprises the following steps:
displaying verification code guide information in the conversation window through the virtual conversation role;
receiving a verification code after detecting the triggering operation of the dialogue input control;
and sending the verification code to a server.
2. The method of claim 1, comprising: the first guide information and the voiceprint guide information are in a text form and/or a voice form; the first authentication information is in a text form or a voice form.
3. The method according to claim 1, wherein the first guiding message and the voiceprint guiding message are pre-stored in the terminal or received from the server in real time;
when the first guide information and the voiceprint guide information are received from the server in real time, before the first guide information is presented in the dialog window by the virtual dialog character, the method further includes:
generating login request information according to the login request operation, and sending the login request information to a server;
receiving first guide information sent by the server;
before voiceprint guidance information is presented in the dialog window by the virtual dialog character, the method further comprises:
and receiving the voiceprint guiding information sent by the server.
4. The method of claim 1, wherein completing authentication based on the first authentication information and the voiceprint information comprises:
and sending the first authentication information and the voiceprint information to a server, and authenticating by the server according to the first authentication information and the voiceprint information.
5. The method of claim 4, further comprising:
receiving authentication success prompt information sent by the server;
and displaying the prompt information of successful authentication in the dialogue window through the virtual dialogue role.
6. A voice print based dialogue exchange type identity authentication device, comprising:
the conversation window display unit is used for starting and displaying a conversation window after receiving the login request operation;
the first guiding information display unit is used for displaying first guiding information in the conversation window through a virtual conversation role, wherein the first guiding information is account guiding information or mobile phone number guiding information;
the first authentication information receiving unit is used for receiving first authentication information after the triggering operation of a conversation input control is detected, wherein the first authentication information is input by a user according to the first guide information by triggering the conversation input control, and the conversation input control is displayed in the conversation window;
the voice print guiding information display unit is used for displaying voice print guiding information in the conversation window through the virtual conversation role;
the voiceprint information receiving unit is used for receiving the voiceprint information after detecting the triggering operation of the dialogue input control;
the authentication unit is used for finishing authentication based on the first authentication information and the voiceprint information;
wherein, when the first guiding information is the guiding information of the mobile phone number, the device is further configured to:
displaying verification code guide information in the conversation window through the virtual conversation role;
receiving a verification code after detecting the triggering operation of the dialogue input control;
and sending the verification code to a server.
7. A storage medium on which a computer program is stored, which program, when being executed by a processor, is adapted to carry out the method of any one of claims 1 to 5.
8. A computer device comprising a storage medium, a processor and a computer program stored on the storage medium and executable on the processor, characterized in that the processor implements the method of any of claims 1 to 5 when executing the program.
CN201910043092.4A 2019-01-16 2019-01-16 Voice-print-based conversation communication type account identity authentication method and device Active CN109756342B (en)

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